Limits on Gradient Compression for Stochastic Optimization.

Prathamesh Mayekar Himanshu Tyagi

Published in: ISIT (2020)

Keyphrases

stochastic optimization
multistage
data compression
compression algorithm
image compression
edge detection
compression ratio
compression scheme
robust optimization
high dimensional
simulated annealing
resource allocation
utility function
gradient information